AI Innovation Engineer

7 days ago


Reston, Virginia, United States DeepRec Full time

Job Title: AI Innovation Engineer

Location: N/A

Work Arrangement: N/A

Responsibilities

  • Design, implement, and maintain large-scale machine learning pipelines based on the product roadmap.
  • Develop and manage asynchronous messaging protocols for backend and frontend systems, ensuring optimization where needed.
  • Establish comprehensive monitoring and alerting systems to detect issues, opportunities for optimization, and errors.
  • Conduct in-depth analysis of video pipelines, outlining interfaces, desired output quality, and required tasks.
  • Evaluate existing Gen-AI models, such as Stable Diffusion, GANs, and LLMs, to determine suitability.
  • Explore and research new AI models to assess potential enhancements to product performance.
  • Deploy AI models on in-house hardware, adjusting them as needed, and integrate them into the broader platform.
  • Develop scalable, cost-efficient API connections for cloud-deployed models.

Requirements

  • Proven experience working with large-scale distributed systems and machine learning platforms.
  • Expertise in curating and bootstrapping datasets for image generation or classification tasks.
  • Strong proficiency in Python, PyTorch, and related machine learning libraries.
  • Ability to read and implement cutting-edge research papers in Generative AI, and collaborate with researchers for innovation.


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